DocArrayHnswVectorStore

class llama_index.vector_stores.DocArrayHnswVectorStore(work_dir: str, dim: int = 1536, dist_metric: Literal['cosine', 'ip', 'l2'] = 'cosine', max_elements: int = 1024, ef_construction: int = 200, ef: int = 10, M: int = 16, allow_replace_deleted: bool = True, num_threads: int = 1)

Bases: DocArrayVectorStore

Class representing a DocArray HNSW vector store.

This class is a lightweight Document Index implementation provided by Docarray. It stores vectors on disk in hnswlib, and stores all other data in SQLite.